notesum.ai

Published at December 10

Scaling Sequential Recommendation Models with Transformers

cs.LG

cs.AI

Released Date: December 10, 2024

Authors: Pablo Zivic¹, Hernan Vazquez¹, Jorge Sanchez

Aff.: ¹Mercado Libre Inc.

Arxiv: http://arxiv.org/pdf/2412.07585v1

Refer to caption

	Beauty	Sports
BERT4Rec (Sun et al., 2019)	0.0219	0.0143
SASRec (Kang and McAuley, 2018)	0.0241	0.0135
SASRec-CE	0.0314	0.0170
SRT-10	0.0235	0.0138
SRT-100	0.0318	0.0171
SRT-300	0.0340	0.0180
SRT-1K	0.0366	0.0195